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66 Results
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Workshop
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BALLAST: Bayesian Active Learning with Look-ahead Amendment for Sea-drifter Trajectories Rui-Yang Zhang · Henry Moss · Lachlan Astfalck · Edward Cripps · David Leslie |
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Poster
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Fri 11:00 |
Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding Jiewen Yang · Yiqun Lin · Bin Pu · Xiaomeng Li |
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Workshop
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Gaussian Processes for Probabilistic Estimates of Earthquake Ground Shaking: A 1-D Proof-of-Concept Sam A. Scivier · Tarje Nissen-Meyer · Paula Koelemeijer · Atilim Gunes Baydin |
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Poster
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Fri 16:30 |
Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees Alexander Terenin · David Burt · Artem Artemev · Seth Flaxman · Mark van der Wilk · Carl Edward Rasmussen · Hong Ge |
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Workshop
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Preconditioned Crank-Nicolson Algorithms for Wide Bayesian Neural Networks Lucia Pezzetti · Stefano Favaro · Stefano Peluchetti |
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Poster
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Thu 11:00 |
Principled Bayesian Optimization in Collaboration with Human Experts Wenjie Xu · Masaki Adachi · Colin Jones · Michael A Osborne |
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Workshop
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TR-BEACON: Shedding Light on Efficient Behavior Discovery in High-Dimensional Spaces with Bayesian Novelty Search over Trust Regions Wei-Ting Tang · Ankush Chakrabarty · Joel Paulson |
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Workshop
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Bayesian Optimization for Protein Sequence Design: Back to Simplicity with Gaussian Processes Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth |
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Workshop
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Inverse-Free Sparse Variational Gaussian Processes Stefano Cortinovis · Stefanos Eleftheriadis · Laurence Aitchison · James Hensman · Mark van der Wilk |
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Poster
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Wed 16:30 |
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems Amber Hu · David Zoltowski · Aditya Nair · David Anderson · Lea Duncker · Scott Linderman |
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Workshop
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Hi-fi functional priors by learning activations Marcin Sendera · Amin Sorkhei · Tomasz Kuśmierczyk |
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Workshop
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"How Big is Big Enough?'' Adjusting Model Size in Continual Gaussian Processes Guiomar Pescador-Barrios · Sarah Filippi · Mark van der Wilk |